Challenges in calculation of the gamma index in radiotherapy–towards good practice
The gamma index (γ) is one of the most commonly used metrics for the verification of
complex modulated radiotherapy. The mathematical definition of the γ is computationally …
complex modulated radiotherapy. The mathematical definition of the γ is computationally …
A deep learning‐based prediction model for gamma evaluation in patient‐specific quality assurance
S Tomori, N Kadoya, Y Takayama, T Kajikawa… - Medical …, 2018 - Wiley Online Library
Purpose Patient‐specific quality assurance (QA) measurement is conducted to confirm the
accuracy of dose delivery. However, measurement is time‐consuming and places a heavy …
accuracy of dose delivery. However, measurement is time‐consuming and places a heavy …
Systematic method for a deep learning‐based prediction model for gamma evaluation in patient‐specific quality assurance of volumetric modulated arc therapy
S Tomori, N Kadoya, T Kajikawa, Y Kimura… - Medical …, 2021 - Wiley Online Library
Purpose This study aimed to develop and evaluate a novel strategy for establishing a deep
learning‐based gamma passing rate (GPR) prediction model for volumetric modulated arc …
learning‐based gamma passing rate (GPR) prediction model for volumetric modulated arc …
[HTML][HTML] Competency level in radiotherapy across EU educational programmes: A cross-case study evaluating stakeholders' perceptions
JG Couto, S McFadden, P McClure, P Bezzina… - Radiography, 2022 - Elsevier
Abstract Introduction The education of Therapeutic Radiographers (TRs) is regulated in
some countries but is not standardised across the EU, leading to differences in …
some countries but is not standardised across the EU, leading to differences in …
Predicting gamma evaluation results of patient‐specific head and neck volumetric‐modulated arc therapy quality assurance based on multileaf collimator patterns and …
S Thongsawad, S Srisatit… - Journal of Applied Clinical …, 2022 - Wiley Online Library
The purpose of this study was to develop a predictive model for patient‐specific VMAT QA
results using multileaf collimator (MLC) effect and texture analysis. The MLC speed …
results using multileaf collimator (MLC) effect and texture analysis. The MLC speed …
Analysis of dose comparison techniques for patient‐specific quality assurance in radiation therapy
L Yu, TLS Tang, N Cassim… - Journal of applied …, 2019 - Wiley Online Library
Purpose Gamma evaluation is the most commonly used technique for comparison of dose
distributions for patient‐specific pretreatment quality assurance in radiation therapy …
distributions for patient‐specific pretreatment quality assurance in radiation therapy …
Virtual pretreatment patient‐specific quality assurance of volumetric modulated arc therapy using deep learning
SA Yoganathan, S Ahmed, S Paloor, T Torfeh… - Medical …, 2023 - Wiley Online Library
Background Automatic patient‐specific quality assurance (PSQA) is recently explored using
artificial intelligence approaches, and several studies reported the development of machine …
artificial intelligence approaches, and several studies reported the development of machine …
[HTML][HTML] Correlation between patient-specific quality assurance in volumetric modulated arc therapy and 2D dose image features
Y Guo, J Hu, Y Li, J Ran, H Cai - Scientific reports, 2023 - nature.com
In radiotherapy, air-filled ion chamber detectors are ubiquitously used in routine dose
measurements for treatment planning. However, its use has been restricted by intrinsic low …
measurements for treatment planning. However, its use has been restricted by intrinsic low …
Impact of delivery characteristics on dose delivery accuracy of volumetric modulated arc therapy for different treatment sites
This study aimed to investigate the impact of delivery characteristics on the dose delivery
accuracy of volumetric modulated arc therapy (VMAT) for different treatment sites. The …
accuracy of volumetric modulated arc therapy (VMAT) for different treatment sites. The …
A survey of modulated radiotherapy use in Australia & New Zealand in 2015
A survey of radiation oncology medical physics departments across Australia and New
Zealand was conducted to assess the usage, commissioning and quality assurance of …
Zealand was conducted to assess the usage, commissioning and quality assurance of …